{"query_echo":{"q":"","filters":{"geography":["Rubaga Division"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'Rubaga Division' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=Rubaga+Division","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"glorespar-000012","url":"https://climateinsightsdirectory.org/document/glorespar-000012","title":"Waste is Wealth: The Untold Story of Esther Mirembe","publisher":{"name":"Global Resilience Partnership","organization":"global-resilience-partnership"},"document_type":"case study","language":"en","date_published":"2022-03-29","source_url":"https://www.globalresiliencepartnership.org/waste-is-wealth-the-untold-story-of-esther-mirembe/","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","climate_tags","geography_discussed","analysis_type"],"summary":{"text":"The document profiles Esther Mirembe and the Namungona Women Empowerment Initiative, a savings group in a Kampala informal settlement. It details how the group provides pro-poor loans to women, converts waste from blocked drains into charcoal, and diversified into soap and mask production during the COVID-19 pandemic. The case study highlights the role of the National Slum Dwellers Federation of Uganda and Slum Dwellers International in promoting locally-led adaptation and resilience against climate change and disasters.","ai_generated":true,"unit":"glorespar-000012#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The Namungona Women Empowerment Initiative provides low-interest loans to members who are often excluded from commercial banking due to high interest rates and requirements for land titles.","ai_generated":true,"unit":"glorespar-000012#insight-1","date_modified":"2026-10-23"},{"text":"To address flooding caused by blocked drains in their settlement, the group began producing charcoal from the waste in 2018, later increasing production by investing in a molding machine.","ai_generated":true,"unit":"glorespar-000012#insight-2","date_modified":"2026-10-23"},{"text":"The group diversified its income streams during the COVID-19 pandemic by producing liquid soap and sewing masks to compensate for the loss of customers who left the city for rural areas.","ai_generated":true,"unit":"glorespar-000012#insight-3","date_modified":"2026-10-23"},{"text":"Through a knowledge exchange program supported by a 2021 Gobeshona Global Conference Catalytic Grant, the group learned strategies for locally-led adaptation to climate change effects in informal settlements.","ai_generated":true,"unit":"glorespar-000012#insight-4","date_modified":"2026-10-23"}],"climate_tags":["waste-to-energy","climate change adaptation","informal housing","climate resilience","circular economy","Community based adaptation","disaster risk reduction"],"geography_discussed":["Bangladesh"],"frame_perspective":[],"analysis_type":["case study"]}]}